Triple
T2144470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Tripoli (2019–2020) |
E47031
|
entity |
| Predicate | ledBy |
P981
|
FINISHED |
| Object | Fayez al-Sarraj (GNA side) |
E47824
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Fayez al-Sarraj (GNA side) | Statement: [Battle of Tripoli (2019–2020), ledBy, Fayez al-Sarraj (GNA side)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fayez al-Sarraj (GNA side) Context triple: [Battle of Tripoli (2019–2020), ledBy, Fayez al-Sarraj (GNA side)]
-
A.
Fayez al-Sarraj
chosen
Fayez al-Sarraj is a Libyan politician who served as the head of the UN-backed Government of National Accord during the Second Libyan Civil War.
-
B.
Abu Nasr al-Sarraj
Abu Nasr al-Sarraj was a 10th-century Sufi scholar best known for his seminal work "Kitab al-Luma'," one of the earliest comprehensive manuals on Sufi doctrine and practice.
-
C.
Khalifa Haftar
Khalifa Haftar is a Libyan military officer and warlord who leads the eastern-based Libyan National Army and has been a central figure in Libya’s post-2011 conflicts.
-
D.
Muammar Gaddafi (loyalist side, political and military leader)
Muammar Gaddafi was the longtime authoritarian ruler of Libya whose regime was marked by revolutionary ideology, state repression, and eventual overthrow during the 2011 Libyan Civil War.
-
E.
Mohammed Deif
Mohammed Deif is a senior Palestinian militant commander who has long served as the elusive and influential military chief of Hamas’s armed wing.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe223f848190a60bd0f15aed1021 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b8152c81908c66d389bf14dc7e |
completed | March 9, 2026, 4:51 a.m. |
Created at: March 4, 2026, 7:44 p.m.